IIoT / Cloud
Field data was trapped in dozens of disconnected systems. This project bridged thousands of assets to the cloud over MQTT and Sparkplug B, unifying everything into a single namespace that analytics, historians, and dashboards could all draw from.
Remote sites sat on intermittent links, so naive polling lost data and overwhelmed bandwidth.
Each downstream tool wanted its own connection to the field, multiplying integrations and points of failure.